{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "c6e211a5",
   "metadata": {},
   "source": [
    "# ImageNet-ONNX Runtime部署-摄像头和视频-中文\n",
    "\n",
    "使用 ImageNet 预训练图像分类模型，预测摄像头实时画面。\n",
    "\n",
    "本代码需在`连接摄像头的本地`运行，不能在云GPU平台运行。\n",
    "\n",
    "同济子豪兄：https://space.bilibili.com/1900783\n",
    "\n",
    "测试运行环境：Macbook Pro"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6fd4eb3c",
   "metadata": {
    "tags": []
   },
   "source": [
    "## 导入工具包"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "3b64c945",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "\n",
    "import cv2\n",
    "from cvs import *\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "\n",
    "from tqdm import tqdm # 进度条\n",
    "\n",
    "import torch\n",
    "import torch.nn.functional as F\n",
    "from torchvision import transforms\n",
    "\n",
    "import onnxruntime\n",
    "\n",
    "from PIL import Image, ImageFont, ImageDraw\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ae74ab57",
   "metadata": {},
   "source": [
    "## 导入中文字体"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "5a677812",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 导入中文字体，指定字体大小\n",
    "font = ImageFont.truetype('SimHei.ttf', 32)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5ba15008",
   "metadata": {},
   "source": [
    "## 载入 onnx 模型"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "64ff44c2",
   "metadata": {},
   "outputs": [],
   "source": [
    "ort_session = onnxruntime.InferenceSession('resnet18_imagenet.onnx')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "47bcb9ce",
   "metadata": {},
   "source": [
    "## 载入ImageNet 1000图像分类标签\n",
    "\n",
    "ImageNet 1000类别中文释义：https://github.com/ningbonb/imagenet_classes_chinese"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "08bc4d27",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 载入ImageNet 1000图像分类标签\n",
    "df = pd.read_csv('imagenet_class_index.csv')\n",
    "idx_to_labels = {}\n",
    "for idx, row in df.iterrows():\n",
    "    idx_to_labels[row['ID']] = row['Chinese']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "ac24d083",
   "metadata": {},
   "outputs": [],
   "source": [
    "# idx_to_labels"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "016da2c8",
   "metadata": {},
   "source": [
    "## 图像预处理"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "3e1fac52",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 测试集图像预处理-RCTN：缩放裁剪、转 Tensor、归一化\n",
    "test_transform = transforms.Compose([transforms.Resize(256),\n",
    "                                     transforms.CenterCrop(256),\n",
    "                                     transforms.ToTensor(),\n",
    "                                     transforms.Normalize(\n",
    "                                         mean=[0.485, 0.456, 0.406], \n",
    "                                         std=[0.229, 0.224, 0.225])\n",
    "                                    ])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a74e1043",
   "metadata": {},
   "source": [
    "## 初始化摄像头"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "eadd9c1e",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 摄像头ID 0-后置 1-前置\n",
    "Camera_ID = 0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "681577cb",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "('app runs on port:', 37946)\n",
      "open the cam:0 ...\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "remi.server      INFO     Started httpserver http://0.0.0.0:37946/\n",
      "remi.request     INFO     built UI (path=/)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 51402)\n",
      "remi.server.ws   INFO     handshake complete\n",
      "remi.server.ws   INFO     connection established: ('127.0.0.1', 42238)\n",
      "remi.server.ws   INFO     handshake complete\n",
      "remi.server.ws   ERROR    Error managing incoming websocket message\n",
      "Traceback (most recent call last):\n",
      "  File \"/usr/local/lib/python3.7/dist-packages/remi/server.py\", line 175, in read_next_message\n",
      "    self.on_message(from_websocket(decoded))\n",
      "  File \"/usr/local/lib/python3.7/dist-packages/remi/server.py\", line 245, in on_message\n",
      "    self.send_message(_MSG_ACK)\n",
      "  File \"/usr/local/lib/python3.7/dist-packages/remi/server.py\", line 209, in send_message\n",
      "    self.request.sendall(out)\n",
      "BrokenPipeError: [Errno 32] Broken pipe\n",
      "remi.server.ws   INFO     connection established: ('127.0.0.1', 42272)\n",
      "remi.server.ws   INFO     handshake complete\n"
     ]
    }
   ],
   "source": [
    "cap = cvs.VideoCapture(Camera_ID)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "10ad0644",
   "metadata": {},
   "source": [
    "## 调用摄像头获取一帧画面，预测"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a1988d89",
   "metadata": {},
   "source": [
    "### 拍摄一帧画面"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "5033f824",
   "metadata": {},
   "outputs": [],
   "source": [
    "img_bgr = cap.read()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "232c158a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(640, 480, 3)"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img_bgr.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "14457ac5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.imshow(img_bgr[:,:,::-1])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8346dec1",
   "metadata": {},
   "source": [
    "### 画面转成 RGB 的 Pillow 格式"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "7ab347d0",
   "metadata": {},
   "outputs": [],
   "source": [
    "img_rgb = cv2.cvtColor(img_bgr, cv2.COLOR_BGR2RGB) # BGR转RGB"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "88d67a96",
   "metadata": {},
   "outputs": [],
   "source": [
    "img_pil = Image.fromarray(img_rgb)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "880a81c7",
   "metadata": {},
   "outputs": [],
   "source": [
    "# img_pil"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ebe6ce8a",
   "metadata": {},
   "source": [
    "### 预处理"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "812bfb0c",
   "metadata": {},
   "outputs": [],
   "source": [
    "input_img = test_transform(img_pil)\n",
    "input_tensor = input_img.unsqueeze(0).numpy()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a2743edd",
   "metadata": {},
   "source": [
    "### ONNX Runtime推理预测"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "6e96e391",
   "metadata": {},
   "outputs": [],
   "source": [
    "# onnx runtime 输入\n",
    "ort_inputs = {'input': input_tensor}\n",
    "\n",
    "# onnx runtime 输出\n",
    "pred_logits = ort_session.run(['output'], ort_inputs)[0]\n",
    "pred_logits = torch.tensor(pred_logits)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d4faabf4",
   "metadata": {},
   "source": [
    "### 获得预测结果"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "32f9383b",
   "metadata": {},
   "outputs": [],
   "source": [
    "import torch.nn.functional as F\n",
    "pred_softmax = F.softmax(pred_logits, dim=1) # 对 logit 分数做 softmax 运算"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "8f409f43",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "torch.Size([1, 1000])"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pred_softmax.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ffb80dce",
   "metadata": {},
   "source": [
    "### 解析top-n预测结果的类别和置信度"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "d7f0603a",
   "metadata": {},
   "outputs": [],
   "source": [
    "## 解析图像分类预测结果\n",
    "n = 3\n",
    "top_n = torch.topk(pred_softmax, n) # 取置信度最大的 n 个结果\n",
    "pred_ids = top_n[1].cpu().detach().numpy().squeeze() # 解析出类别\n",
    "confs = top_n[0].cpu().detach().numpy().squeeze() # 解析出置信度"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8dd9071f",
   "metadata": {},
   "source": [
    "### 在图像上写中文"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "61ec11ea",
   "metadata": {},
   "outputs": [],
   "source": [
    "draw = ImageDraw.Draw(img_pil) \n",
    "\n",
    "for i in range(len(confs)):\n",
    "    pred_class = idx_to_labels[pred_ids[i]]\n",
    "    \n",
    "    # 写中文：文字坐标，中文字符串，字体，rgba颜色\n",
    "    text = '{:<12} {:>.2f}'.format(pred_class, confs[i]) # 中文字符串\n",
    "    draw.text((50, 100 + 50 * i), text, font=font, fill=(255, 0, 0, 1))\n",
    "    \n",
    "img_rgb = np.array(img_pil) # PIL 转 array"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "bb10ebcf",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.imshow(img_rgb)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ad94ec37",
   "metadata": {},
   "source": [
    "## 处理单帧画面的函数（中文）"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "7c772251",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 处理帧函数\n",
    "def process_frame(img_bgr):\n",
    "    \n",
    "    # 记录该帧开始处理的时间\n",
    "    start_time = time.time()\n",
    "    \n",
    "    img_rgb = cv2.cvtColor(img_bgr, cv2.COLOR_BGR2RGB) # BGR转RGB\n",
    "    img_pil = Image.fromarray(img_rgb) # array 转 PIL\n",
    "\n",
    "    ## 预处理\n",
    "    input_img = test_transform(img_pil) # 预处理\n",
    "    input_tensor = input_img.unsqueeze(0).numpy()\n",
    "    \n",
    "    ## onnx runtime 预测\n",
    "    ort_inputs = {'input': input_tensor} # onnx runtime 输入\n",
    "    pred_logits = ort_session.run(['output'], ort_inputs)[0] # onnx runtime 输出\n",
    "    pred_logits = torch.tensor(pred_logits)\n",
    "    pred_softmax = F.softmax(pred_logits, dim=1) # 对 logit 分数做 softmax 运算\n",
    "    \n",
    "    ## 解析图像分类预测结果\n",
    "    n = 3\n",
    "    top_n = torch.topk(pred_softmax, n) # 取置信度最大的 n 个结果\n",
    "    pred_ids = top_n[1].cpu().detach().numpy().squeeze() # 解析出类别\n",
    "    confs = top_n[0].cpu().detach().numpy().squeeze() # 解析出置信度\n",
    "    \n",
    "    \n",
    "    ## 在图像上写中文\n",
    "    draw = ImageDraw.Draw(img_pil) \n",
    "    for i in range(len(confs)):\n",
    "        pred_class = idx_to_labels[pred_ids[i]]\n",
    "        \n",
    "        # 写中文：文字坐标，中文字符串，字体，rgba颜色\n",
    "        text = '{:<12}{:.2f}'.format(pred_class, confs[i]) # 中文字符串\n",
    "        draw.text((50, 100 + 50 * i), text, font=font, fill=(255, 0, 0, 1))\n",
    "        \n",
    "    img_rgb = np.array(img_pil) # PIL 转 array\n",
    "    img_bgr = cv2.cvtColor(img_rgb, cv2.COLOR_RGB2BGR) # RGB转BGR\n",
    "    \n",
    "    # 记录该帧处理完毕的时间\n",
    "    end_time = time.time()\n",
    "    # 计算每秒处理图像帧数FPS\n",
    "    FPS = 1/(end_time - start_time)  \n",
    "    # 图片，添加的文字，左上角坐标，字体，字体大小，颜色，线宽，线型\n",
    "    img_bgr = cv2.putText(img_bgr, 'FPS  '+str(int(FPS)), (50, 80), cv2.FONT_HERSHEY_SIMPLEX, 2, (255, 0, 0), 2, cv2.LINE_AA)\n",
    "    return img_bgr"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "73d65a5f",
   "metadata": {},
   "source": [
    "## 预测摄像头单帧画面"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "eaf4fc2c",
   "metadata": {},
   "outputs": [],
   "source": [
    "img_bgr = cap.read()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "55c03158",
   "metadata": {},
   "outputs": [],
   "source": [
    "img_bgr = process_frame(img_bgr)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "9e531049",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.imshow(img_bgr[:,:,::-1])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c082a5fe",
   "metadata": {},
   "source": [
    "## 逐帧实时处理手机摄像头拍摄的画面-代码模板"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ec3ab159",
   "metadata": {
    "scrolled": false
   },
   "outputs": [],
   "source": [
    "while True:\n",
    "    img_bgr = cap.read()\n",
    "    \n",
    "    if img_bgr is None:\n",
    "        continue\n",
    "        \n",
    "    img_bgr = process_frame(img_bgr)\n",
    "    \n",
    "    cvs.imshow(img_bgr)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e4ccb1ee",
   "metadata": {},
   "source": [
    "> 点击`重启kernel`关闭摄像头"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c5137f7d",
   "metadata": {},
   "source": [
    "## 视频逐帧处理（模板）"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "id": "c1d19489",
   "metadata": {},
   "outputs": [],
   "source": [
    "import cv2\n",
    "import numpy as np\n",
    "import time\n",
    "from tqdm import tqdm\n",
    "\n",
    "# 视频逐帧处理代码模板\n",
    "# 不需修改任何代码，只需定义process_frame函数即可\n",
    "# 同济子豪兄 2021-7-10\n",
    "\n",
    "def generate_video(input_path='videos/robot.mp4'):\n",
    "    filehead = input_path.split('/')[-1]\n",
    "    output_path = \"out-\" + filehead\n",
    "    \n",
    "    print('视频开始处理',input_path)\n",
    "    \n",
    "    # 获取视频总帧数\n",
    "    cap = cv2.VideoCapture(input_path)\n",
    "    frame_count = 0\n",
    "    while(cap.isOpened()):\n",
    "        success, frame = cap.read()\n",
    "        frame_count += 1\n",
    "        if not success:\n",
    "            break\n",
    "    cap.release()\n",
    "    print('视频总帧数为',frame_count)\n",
    "    \n",
    "    # cv2.namedWindow('Crack Detection and Measurement Video Processing')\n",
    "    cap = cv2.VideoCapture(input_path)\n",
    "    frame_size = (cap.get(cv2.CAP_PROP_FRAME_WIDTH), cap.get(cv2.CAP_PROP_FRAME_HEIGHT))\n",
    "\n",
    "    # fourcc = int(cap.get(cv2.CAP_PROP_FOURCC))\n",
    "    # fourcc = cv2.VideoWriter_fourcc(*'XVID')\n",
    "    fourcc = cv2.VideoWriter_fourcc(*'mp4v')\n",
    "    fps = cap.get(cv2.CAP_PROP_FPS)\n",
    "\n",
    "    out = cv2.VideoWriter(output_path, fourcc, fps, (int(frame_size[0]), int(frame_size[1])))\n",
    "    \n",
    "    # 进度条绑定视频总帧数\n",
    "    with tqdm(total=frame_count-1) as pbar:\n",
    "        try:\n",
    "            while(cap.isOpened()):\n",
    "                success, frame = cap.read()\n",
    "                if not success:\n",
    "                    break\n",
    "\n",
    "                # 处理帧\n",
    "                # frame_path = './temp_frame.png'\n",
    "                # cv2.imwrite(frame_path, frame)\n",
    "                try:\n",
    "                    frame = process_frame(frame)\n",
    "                except:\n",
    "                    print('报错！', error)\n",
    "                    pass\n",
    "                \n",
    "                if success == True:\n",
    "                    # cv2.imshow('Video Processing', frame)\n",
    "                    out.write(frame)\n",
    "\n",
    "                    # 进度条更新一帧\n",
    "                    pbar.update(1)\n",
    "\n",
    "                # if cv2.waitKey(1) & 0xFF == ord('q'):\n",
    "                    # break\n",
    "        except:\n",
    "            print('中途中断')\n",
    "            pass\n",
    "\n",
    "    cv2.destroyAllWindows()\n",
    "    out.release()\n",
    "    cap.release()\n",
    "    print('视频已保存', output_path)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "id": "96cd9d6e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "ERROR! Session/line number was not unique in database. History logging moved to new session 111\n",
      "视频开始处理 video_4.mp4\n",
      "视频总帧数为 283\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 282/282 [02:12<00:00,  2.13it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "视频已保存 out-video_4.mp4\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n",
      "remi.server.ws   ERROR    Error managing incoming websocket message\n",
      "Traceback (most recent call last):\n",
      "  File \"/usr/local/lib/python3.7/dist-packages/remi/server.py\", line 166, in read_next_message\n",
      "    length = self.bytetonum(length[1]) & 127\n",
      "IndexError: index out of range\n",
      "remi.request     ERROR    sending websocket spontaneous message\n",
      "Traceback (most recent call last):\n",
      "  File \"/usr/local/lib/python3.7/dist-packages/remi/server.py\", line 497, in _send_spontaneous_websocket_message\n",
      "    if ws.send_message(message):\n",
      "  File \"/usr/local/lib/python3.7/dist-packages/remi/server.py\", line 209, in send_message\n",
      "    self.request.sendall(out)\n",
      "BrokenPipeError: [Errno 32] Broken pipe\n"
     ]
    }
   ],
   "source": [
    "generate_video(input_path='video_4.mp4')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9e2b2db9",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
